Collections / Spatial transcriptomics Reveals Impact of APOE4 Allele on α-Synuclein Aggregation and Cell-Cell Communication in Lewy Body Dementia
Spatial transcriptomics Reveals Impact of APOE4 Allele on α-Synuclein Aggregation and Cell-Cell Communication in Lewy Body Dementia
We performed spatial transcriptomics to understand a-synuclein pathology-specific molecular profiles and cell-cell communication in human Lewy Body Dementia (LBD) brains. We included APOE3/3 and APOE3/4 LBD brains to dissect APOE4 impact on a-synuclein pathologies. Our analysis showed the key dysregulated pathways around the pathology comparing LBD brains to control brains, which further exacerbated by APOE4.
Datasets10
Size~1.0 GB
AssayVisium
Samplehuman · temporal cortex
KindComparison
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Python · lamindb
import lamindb as ln
import spatialdata as sd
coll = ln.Collection.get(key="geo-gse293896")
coll.ordered_artifacts.df() # the 10 members, ordered
# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()} Member datasets · 10
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